Heart-specific genes revealed by expressed sequence tag (EST) sampling

Background  

Cardiovascular diseases are the primary cause of death worldwide; the identification of genes specifically expressed in the heart is thus of major biomedical interest. We carried out a comprehensive analysis of gene-expression profiles using expressed sequence tags (ESTs) to identify genes overexpressed in the human adult heart. The initial set of genes expressed in the heart was constructed by clustering and assembling ESTs from heart cDNA libraries. Expression profiles were then generated for each gene by counting their cognate ESTs in all libraries. Differential expression was assessed by applying a previously published statistical procedure to these profiles.     

两种家猪心脏组织基因表达谱的分析

选取丹麦成年长白母猪的心脏、肌肉、主动脉、左心室和中国成年二花脸母猪心脏共5种组织,建立相应的cDNA文库,在此基础上测定了35180条表达序列标签。通过比较分析长白猪4种组织的基因表达,找出了长白猪心脏组织中3个显著高表达的功能群和47个显著高表达的基因。长白猪心脏组织在分子伴侣活动、马达活动和生理过程中表达的基因较多,47个显著高表达的基因都是和运动、运动调节、能量及保护有关的基因。两种家猪心脏组织表达差异显著的基因有74个,并且绝大部分是在长白猪心脏中表达更高,显示出长白猪心脏组织生理活动的高效与旺盛。     

Heart specific genes revealed by EST sampling

Background  

Cardio-vascular diseases are the first cause of death worldwide, particularly in the developed countries; the identification of genes specifically expressed in the cardiac muscle is thus of major biomedical interest. In this study, we performed a comprehensive analysis of the expression profiles to identify genes over-expressed in the human adult heart using the public Expressed Sequence Tags (ESTs) database. The initial set of genes expressed in the heart was constructed by clustering and assembling ESTs from human adult heart cDNA libraries. Expression profiles were then generated for each of these genes by counting their cognate ESTs in all libraries. Differential expression was assessed by applying to these profiles a previously published statistical procedure.     

日本血吸虫期别差异表达基因文库的构建及分析

为从期别差异表达基因分析入手研究血吸虫的生长发育机制,应用抑制性消减杂交 (suppressed subtractive hybridization , SSH) 技术首次构建了日本血吸虫尾蚴、虫卵和成虫的期别差异表达基因文库 . 经消减效率分析和三种文库克隆的 EST 的期别差异性鉴定,表明所建文库质量较高,为在整个基因组水平分离血吸虫的差异表达基因提供了重要材料 . 由三个文库选择 257 个插入片段大于 500 bp 的克隆测定了 EST 序列 . 同源性分析结果表明 257 个 EST 代表 182 种血吸虫基因,其中有 22 种为血吸虫已知基因,有 128 种为血吸虫已知 EST ,有 32 种为新发现的血吸虫基因 . 对 EST 编码蛋白的功能预测结果显示：尾蚴消减文库的基因多与运动、能量代谢、转录调节及致病性相关;虫卵消减文库的基因可能参与信号转导、细胞粘附、蛋白质和碳水化合物的代谢以及抗氧化反应;成虫消减文库的基因多参与蛋白质的合成、转运及分解代谢,参与虫体的运动等 . 大规模分离、分析血吸虫期别差异表达基因将对从分子水平去解读血吸虫的生长发育机制,筛选高效疫苗候选抗原、药物靶标及诊断制剂有重要意义 .     

Analysis of the transcriptional response to Rice Yellow Mottle Virus infection in<Emphasis Type="Italic"> Oryza sativa indica</Emphasis> and<Emphasis Type="Italic"> japonica</Emphasis> cultivars

Several cDNA libraries were constructed using mRNA isolated from roots, panicles, cell suspensions and leaves of non-stressed Oryza sativa indica (IR64) and japonica (Azucena) plants, from wounded leaves, and from leaves of both cultivars inoculated with Rice Yellow Mottle Virus (RYMV). A total of 5549 cleaned expressed sequence tags (ESTs) were generated from these libraries. They were classified into functional categories on the basis of homology, and analyzed for redundancy within each library. The expression profiles represented by each library revealed great differences between indica and japonica backgrounds. EST frequencies during the early stages of RYMV infection indicated that changes in the expression of genes involved in energy metabolism and photosynthesis are differentially accentuated in susceptible and partially resistant cultivars. Mapping of these ESTs revealed that several co-localize with previously described resistance gene analogs and QTLs (quantitative trait loci).     

New experimental and computational approaches to the analysis of gene expression.

Public and private EST (Expressed Sequence Tag) programs provide access to a large number of ESTs from a number of plant species, including Arabidopsis, corn, soybean, rice, wheat. In addition to the homology of each EST to genes in GenBank, information about homology to all other ESTs in the data base can be obtained. To estimate expression levels of genes represented in the DuPont EST data base we count the number of times each gene has been seen in different cDNA libraries, from different tissues, developmental stages or induction conditions. This quantitation of message levels is quite accurate for highly expressed messages and, unlike conventional Northern blots, allows comparison of expression levels between different genes. Lists of most highly expresses genes in different libraries can be compiled. Also, if EST data is available for cDNA libraries derived from different developmental stages, gene expression profiles across development can be assembled. We present an example of such a profile for soybean seed development. Gene expression data obtained from Electronic Northern analysis can be confirmed and extended beyond the realm of highly expressed genes by using high density DNA arrays. The ESTs identified as interesting can be arrayed on nylon or glass and probed with total labeled cDNA first strand from the tissue of interest. Two-color fluorescent labeling allows accurate mRNA ratio measurements. We are currently using the DNA array technology to study chemical induction of gene expression and the biosynthesis of oil, carbohydrate and protein in developing seeds.     

Genes expressed in sugarcane maturing internodal tissue

To explore gene expression during sugarcane culm maturation, we performed a partial sequence analysis of random clones from maturing culm total and subtracted cDNA libraries. Database comparisons revealed that of the 337 cDNA sequences analysed, 167 showed sequence homology to gene products in the protein databases, while 111 matched uncharacterised plant expressed sequence tags (ESTs) only. The remaining cDNAs showed no database match and could represent novel genes. The majority of ESTs corresponded to a variety of genes associated with general cellular metabolism. ESTs homologous to various stress response genes were also well represented. Analysis of ESTs from the subtracted library identified genes that may be preferentially expressed during culm maturation. This research has provided a framework for functional gene analysis in sugarcane sucrose-accumulating tissues.     

Correlated clustering and virtual display of gene expression patterns in the wheat life cycle by large-scale statistical analyses of expressed sequence tags

Compared to rice, wheat exhibits characteristic growth habits and contains complex genome constituents. To assess global changes in gene expression patterns in the wheat life cycle, we conducted large-scale analysis of expressed sequence tags (ESTs) in common wheat. Ten wheat tissues were used to construct cDNA libraries: crown and root from 14-day-old seedlings; spikelet from early and late flowering stages; spike at the booting stage, heading date and flowering date; pistil at the heading date; and seeds at 10 and 30 days post-anthesis. Several thousand colonies were randomly selected from each of these 10 cDNA libraries and sequenced from both 5' and 3' ends. Consequently, a total of 116 232 sequences were accumulated and classified into 25 971 contigs based on sequence homology. By computing abundantly expressed ESTs, correlated expression patterns of genes across the tissues were identified. Furthermore, relationships of gene expression profiles among the 10 wheat tissues were inferred from global gene expression patterns. Genes with similar functions were grouped with one another by clustering gene expression profiles. This technique might enable estimation of the functions of anonymous genes. Multidimensional analysis of EST data that is analogous to the microarray experiments may offer new approaches to functional genomics of plants.     

Generation of a total of 6483 expressed sequence tags from 60 day-old bovine whole fetus and fetal placenta

Expressed sequence tags (ESTs) generated based on characterization of clones isolated randomly from cDNA libraries are used to study gene expression profiles in specific tissues and to provide useful information for characterizing tissue physiology. In this study, two directionally cloned cDNA libraries were constructed from 60 day-old bovine whole fetus and fetal placenta. We have characterized 5357 and 1126 clones, and then identified 3464 and 795 unique sequences for the fetus and placenta cDNA libraries: 1851 and 504 showed homology to already identified genes, and 1613 and 291 showed no significant matches to any of the sequences in DNA databases, respectively. Further, we found 94 unique sequences overlapping in both the fetus and the placenta, leading to a catalog of 4165 genes expressed in 60 day-old fetus and placenta. The catalog is used to examine expression profile of genes in 60 day-old bovine fetus and placenta.     

Analysis of Expressed Sequence Tags in Porcine Uterus Tissue

Two non-normalized cDNA libraries of uteri from Danish Landrace and Chinese Erhualian pigs were constructed, and 13,756 expressed sequence tags (ESTs) were randomly sequenced. The ESTs were clustered by Phrap software, and 6,139 distinct tentative consensus sequences were produced, including 2,730 contigs and 3,409 singlets. Using Blast tools, these 6,139 candidate genes were compared to the nr and nt databases; 5,210 of them were assigned putative functions, whereas 929 potentially represent new genes. Highly expressed genes appear to be associated with basic energy metabolism, transferase activity, localization, cellular physiological process, protein binding, and nucleic acid binding. Antileukoproteinase was the most highly expressed gene, corresponding to endometrial differentiation and conceptus or fetal development.     

DNA sequence-based "bar codes" for tracking the origins of expressed sequence tags from a maize cDNA library constructed using multiple mRNA sources

To enhance gene discovery, expressed sequence tag (EST) projects often make use of cDNA libraries produced using diverse mixtures of mRNAs. As such, expression data are lost because the origins of the resulting ESTs cannot be determined. Alternatively, multiple libraries can be prepared, each from a more restricted source of mRNAs. Although this approach allows the origins of ESTs to be determined, it requires the production of multiple libraries. A hybrid approach is reported here. A cDNA library was prepared using 21 different pools of maize (Zea mays) mRNAs. DNA sequence "bar codes" were added during first-strand cDNA synthesis to uniquely identify the mRNA source pool from which individual cDNAs were derived. Using a decoding algorithm that included error correction, it was possible to identify the source mRNA pool of more than 97% of the ESTs. The frequency at which a bar code is represented in an EST contig should be proportional to the abundance of the corresponding mRNA in the source pool. Consistent with this, all ESTs derived from several genes (zein and adh1) that are known to be exclusively expressed in kernels or preferentially expressed under anaerobic conditions, respectively, were exclusively tagged with bar codes associated with mRNA pools prepared from kernel and anaerobically treated seedlings, respectively. Hence, by allowing for the retention of expression data, the bar coding of cDNA libraries can enhance the value of EST projects.